Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	62628
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.7 MiB
Average record size in memory	145.7 B

Variable types

Numeric	12
Categorical	1

Alerts

`Humidity[%]` is highly overall correlated with `Pressure[hPa]` and 1 other fields	High correlation
`TVOC[ppb]` is highly overall correlated with `Raw Ethanol`	High correlation
`eCO2[ppm]` is highly overall correlated with `Raw H2`	High correlation
`Raw H2` is highly overall correlated with `eCO2[ppm]`	High correlation
`Raw Ethanol` is highly overall correlated with `TVOC[ppb]` and 1 other fields	High correlation
`Pressure[hPa]` is highly overall correlated with `Humidity[%]` and 1 other fields	High correlation
`PM1.0` is highly overall correlated with `PM2.5` and 3 other fields	High correlation
`PM2.5` is highly overall correlated with `PM1.0` and 3 other fields	High correlation
`NC0.5` is highly overall correlated with `PM1.0` and 3 other fields	High correlation
`NC1.0` is highly overall correlated with `PM1.0` and 3 other fields	High correlation
`NC2.5` is highly overall correlated with `PM1.0` and 3 other fields	High correlation
`Fire Alarm` is highly overall correlated with `Humidity[%]` and 2 other fields	High correlation

Reproduction

Analysis started	2023-05-09 00:03:57.036086
Analysis finished	2023-05-09 00:04:17.836975
Duration	20.8 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

Temperature[C]
Real number (ℝ)

Distinct	21672
Distinct (%)	34.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7507808 × 10^-15

Minimum	-2.6449125
Maximum	3.0613468
Zeros	0
Zeros (%)	0.0%
Negative	22528
Negative (%)	36.0%
Memory size	3.0 MiB

Quantile statistics

Minimum	-2.6449125
5-th percentile	-1.7577752
Q1	-0.34653102
median	0.28969531
Q3	0.65720027
95-th percentile	0.90321916
Maximum	3.0613468
Range	5.7062593
Interquartile range (IQR)	1.0037313

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	1.7388943 × 10¹⁴
Kurtosis	0.453472
Mean	5.7507808 × 10^-15
Median Absolute Deviation (MAD)	0.4425241
Skewness	-0.6198558
Sum	3.610694 × 10^-10
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5926270603	222	0.4%
0.5947162448	206	0.3%
0.5919306655	193	0.3%
0.7646365854	191	0.3%
0.7667257699	189	0.3%
0.7695113493	187	0.3%
0.5905378758	186	0.3%
0.5954126397	183	0.3%
0.5975018242	182	0.3%
0.7625474009	180	0.3%
Other values (21662)	60709	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.644912543	24	< 0.1%
-2.644842904	12	< 0.1%
-2.644773264	9	< 0.1%
-2.644703625	5	< 0.1%
-2.644633985	8	< 0.1%
-2.644564346	4	< 0.1%
-2.644494706	6	< 0.1%
-2.644425067	4	< 0.1%
-2.644355427	6	< 0.1%
-2.644285788	4	< 0.1%

Value	Count	Frequency (%)
3.061346762	2	< 0.1%
3.058561183	2	< 0.1%
3.056471998	1	< 0.1%
3.055775603	1	< 0.1%
3.051597234	1	< 0.1%
3.050204445	1	< 0.1%
3.048811655	2	< 0.1%
3.046722471	2	< 0.1%
3.044633286	1	< 0.1%
3.041847707	2	< 0.1%

Humidity[%]
Real number (ℝ)

Distinct	3890
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1269207 × 10^-14

Minimum	-4.2636837
Maximum	3.0072112
Zeros	0
Zeros (%)	0.0%
Negative	23657
Negative (%)	37.8%
Memory size	3.0 MiB

Quantile statistics

Minimum	-4.2636837
5-th percentile	-2.7144732
Q1	-0.11388189
median	0.18164626
Q3	0.53018901
95-th percentile	0.90805897
Maximum	3.0072112
Range	7.270895
Interquartile range (IQR)	0.6440709

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	8.8737389 × 10¹³
Kurtosis	6.9449394
Mean	1.1269207 × 10^-14
Median Absolute Deviation (MAD)	0.32147146
Skewness	-2.4607742
Sum	7.0503292 × 10^-10
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1172658039	130	0.2%
-0.1229056542	130	0.2%
-0.07665888207	126	0.2%
0.5166533651	126	0.2%
-0.08793858259	126	0.2%
0.5425966763	124	0.2%
-0.09921828311	124	0.2%
-0.1037301633	123	0.2%
-0.1251615943	122	0.2%
-0.0947064029	122	0.2%
Other values (3880)	61375	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.263683714	2	< 0.1%
-4.260299804	2	< 0.1%
-4.258043864	2	< 0.1%
-4.256915893	2	< 0.1%
-4.253531983	2	< 0.1%
-4.252404013	2	< 0.1%
-4.251276043	2	< 0.1%
-4.250148073	2	< 0.1%
-4.249020103	2	< 0.1%
-4.244508223	4	< 0.1%

Value	Count	Frequency (%)
3.007211239	2	< 0.1%
2.993675599	2	< 0.1%
2.972244168	2	< 0.1%
2.950812737	2	< 0.1%
2.947428826	2	< 0.1%
2.924869425	2	< 0.1%
2.910205815	2	< 0.1%
2.889902354	2	< 0.1%
2.857191222	2	< 0.1%
2.832375881	2	< 0.1%

TVOC[ppb]
Real number (ℝ)

Distinct	1966
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4522174 × 10^-17

Minimum	-0.2486164
Maximum	7.4321638
Zeros	0
Zeros (%)	0.0%
Negative	59863
Negative (%)	95.6%
Memory size	3.0 MiB

Quantile statistics

Minimum	-0.2486164
5-th percentile	-0.24810435
Q1	-0.23197471
median	-0.12303564
Q3	-0.096408938
95-th percentile	-0.065429791
Maximum	7.4321638
Range	7.6807802
Interquartile range (IQR)	0.13556577

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	6.8860214 × 10¹⁶
Kurtosis	45.859504
Mean	1.4522174 × 10^-17
Median Absolute Deviation (MAD)	0.053893475
Skewness	6.7767912
Sum	-1.5586421 × 10^-12
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2486164	2698	4.3%
7.432163841	928	1.5%
-0.1025535624	320	0.5%
-0.1031936274	264	0.4%
-0.1017854844	258	0.4%
-0.1029376014	256	0.4%
-0.1026815754	256	0.4%
-0.2472082569	255	0.4%
-0.1015294584	252	0.4%
-0.1022975364	250	0.4%
Other values (1956)	56891	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.2486164	2698	4.3%
-0.248488387	143	0.2%
-0.248360374	121	0.2%
-0.248232361	126	0.2%
-0.248104348	113	0.2%
-0.247976335	130	0.2%
-0.247848322	158	0.3%
-0.247720309	150	0.2%
-0.247592296	141	0.2%
-0.247464283	147	0.2%

Value	Count	Frequency (%)
7.432163841	928	1.5%
7.428195437	2	< 0.1%
7.368925417	2	< 0.1%
7.206604928	2	< 0.1%
7.1393981	2	< 0.1%
7.036603658	2	< 0.1%
6.874283169	2	< 0.1%
6.799139536	2	< 0.1%
6.755615114	2	< 0.1%
6.696345094	2	< 0.1%

eCO2[ppm]
Real number (ℝ)

Distinct	1713
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4522174 × 10^-17

Minimum	-0.14167956
Maximum	31.129384
Zeros	0
Zeros (%)	0.0%
Negative	58062
Negative (%)	92.7%
Memory size	3.0 MiB

Quantile statistics

Minimum	-0.14167956
5-th percentile	-0.14167956
Q1	-0.14167956
median	-0.14167956
Q3	-0.12174163
95-th percentile	0.027792821
Maximum	31.129384
Range	31.271064
Interquartile range (IQR)	0.019937927

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	6.8860214 × 10¹⁶
Kurtosis	204.56004
Mean	1.4522174 × 10^-17
Median Absolute Deviation (MAD)	0
Skewness	12.459611
Sum	4.8072657 × 10^-12
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1416795559	31922	51.0%
-0.1395808268	942	1.5%
-0.1411548736	925	1.5%
-0.1385314622	918	1.5%
-0.1374820976	896	1.4%
-0.1364327331	858	1.4%
-0.1348586862	759	1.2%
-0.1338093217	613	1.0%
-0.1327599571	532	0.8%
-0.1311859102	510	0.8%
Other values (1703)	23753	37.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.1416795559	31922	51.0%
-0.1411548736	925	1.5%
-0.1406301913	484	0.8%
-0.140105509	484	0.8%
-0.1395808268	942	1.5%
-0.1390561445	508	0.8%
-0.1385314622	918	1.5%
-0.1380067799	400	0.6%
-0.1374820976	896	1.4%
-0.1369574154	418	0.7%

Value	Count	Frequency (%)
31.12938447	2	< 0.1%
29.83184518	1	< 0.1%
27.17118133	1	< 0.1%
26.86686561	1	< 0.1%
26.64177691	1	< 0.1%
23.50417686	1	< 0.1%
23.25285405	1	< 0.1%
22.78955959	1	< 0.1%
21.75698486	1	< 0.1%
21.59800613	1	< 0.1%

Raw H2
Real number (ℝ)

Distinct	1830
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-6.3897565 × 10^-16

Minimum	-8.3476116
Maximum	3.1583257
Zeros	0
Zeros (%)	0.0%
Negative	32987
Negative (%)	52.7%
Memory size	3.0 MiB

Quantile statistics

Minimum	-8.3476116
5-th percentile	-0.81149793
Q1	-0.41273555
median	-0.067740938
Q3	0.61123781
95-th percentile	1.1507507
Maximum	3.1583257
Range	11.505937
Interquartile range (IQR)	1.0239734

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	-1.5650049 × 10¹⁵
Kurtosis	18.978487
Mean	-6.3897565 × 10^-16
Median Absolute Deviation (MAD)	0.44775896
Skewness	-2.9100728
Sum	-4.0214498 × 10^-11
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.09741605592	328	0.5%
-0.599913473	319	0.5%
-0.5742223851	316	0.5%
-0.5632119189	310	0.5%
-0.5815626959	310	0.5%
-0.555871608	306	0.5%
0.1047563668	292	0.5%
-0.5889030068	289	0.5%
-0.5925731622	286	0.5%
0.1084265222	282	0.5%
Other values (1820)	59590	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8.347611555	2	< 0.1%
-8.307239845	2	< 0.1%
-8.292559224	2	< 0.1%
-8.193465028	2	< 0.1%
-8.171444095	2	< 0.1%
-7.940224304	2	< 0.1%
-7.929213838	2	< 0.1%
-7.921873527	2	< 0.1%
-7.918203371	2	< 0.1%
-7.892512284	2	< 0.1%

Value	Count	Frequency (%)
3.158325672	2	< 0.1%
3.150985362	2	< 0.1%
3.147315206	2	< 0.1%
3.143645051	2	< 0.1%
3.128964429	2	< 0.1%
3.121624118	2	< 0.1%
3.106943497	2	< 0.1%
3.092262875	2	< 0.1%
3.084922564	2	< 0.1%
3.070241942	2	< 0.1%

Raw Ethanol
Real number (ℝ)

Distinct	2659
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6967521 × 10^-16

Minimum	-7.280139
Maximum	2.7166207
Zeros	0
Zeros (%)	0.0%
Negative	34967
Negative (%)	55.8%
Memory size	3.0 MiB

Quantile statistics

Minimum	-7.280139
5-th percentile	-0.61399182
Q1	-0.52375355
median	-0.41546763
Q3	0.53121386
95-th percentile	1.5134164
Maximum	2.7166207
Range	9.9967597
Interquartile range (IQR)	1.0549674

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	1.2992493 × 10¹⁵
Kurtosis	11.092994
Mean	7.6967521 × 10^-16
Median Absolute Deviation (MAD)	0.20672767
Skewness	-1.6847822
Sum	4.8012705 × 10^-11
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.5188314659	685	1.1%
-0.5106279868	504	0.8%
-0.5024245076	494	0.8%
-0.5057058993	486	0.8%
-0.5122686826	479	0.8%
-0.499143116	464	0.7%
-0.5139093784	462	0.7%
-0.5073465951	459	0.7%
-0.5171907701	458	0.7%
-0.5040652035	458	0.7%
Other values (2649)	57679	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.280138962	2	< 0.1%
-7.196463475	2	< 0.1%
-7.137398425	2	< 0.1%
-7.058645026	2	< 0.1%
-7.029112501	2	< 0.1%
-7.027471805	2	< 0.1%
-7.025831109	2	< 0.1%
-6.986454409	2	< 0.1%
-6.951999797	2	< 0.1%
-6.948718405	2	< 0.1%

Value	Count	Frequency (%)
2.716620702	4	< 0.1%
2.703495135	2	< 0.1%
2.701854439	4	< 0.1%
2.69365096	2	< 0.1%
2.690369569	2	< 0.1%
2.683806785	2	< 0.1%
2.682166089	2	< 0.1%
2.677244002	2	< 0.1%
2.675603306	4	< 0.1%
2.67396261	2	< 0.1%

Pressure[hPa]
Real number (ℝ)

Distinct	2213
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0037841 × 10^-12

Minimum	-5.840443
Maximum	0.9263646
Zeros	0
Zeros (%)	0.0%
Negative	12640
Negative (%)	20.2%
Memory size	3.0 MiB

Quantile statistics

Minimum	-5.840443
5-th percentile	-1.335998
Q1	0.05431846
median	0.14144796
Q3	0.59362003
95-th percentile	0.81970607
Maximum	0.9263646
Range	6.7668076
Interquartile range (IQR)	0.53930157

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	4.9905577 × 10¹¹
Kurtosis	17.484463
Mean	2.0037841 × 10^-12
Median Absolute Deviation (MAD)	0.29969544
Skewness	-3.6041068
Sum	1.2549285 × 10^-7
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06107850709	304	0.5%
0.05882515791	284	0.5%
0.06633632187	278	0.4%
0.06258073989	266	0.4%
0.06182962349	266	0.4%
0.06408297268	262	0.4%
0.05657180872	260	0.4%
0.06934078745	256	0.4%
0.05807404151	252	0.4%
0.06708743826	252	0.4%
Other values (2203)	59948	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.840443018	3	< 0.1%
-5.836687436	1	< 0.1%
-5.83593632	1	< 0.1%
-5.83368297	2	< 0.1%
-5.832931854	1	< 0.1%
-5.832180738	2	< 0.1%
-5.831429621	2	< 0.1%
-5.829927388	2	< 0.1%
-5.829176272	3	< 0.1%
-5.828425156	1	< 0.1%

Value	Count	Frequency (%)
0.9263645955	2	< 0.1%
0.9226090135	6	< 0.1%
0.919604548	6	< 0.1%
0.9188534316	4	< 0.1%
0.9181023152	10	< 0.1%
0.9173511988	2	< 0.1%
0.9166000824	8	< 0.1%
0.915848966	8	< 0.1%
0.9150978496	4	< 0.1%
0.9143467332	8	< 0.1%

PM1.0
Real number (ℝ)

Distinct	1337
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.3566521 × 10^-17

Minimum	-0.10904414
Maximum	15.428178
Zeros	0
Zeros (%)	0.0%
Negative	61464
Negative (%)	98.1%
Memory size	3.0 MiB

Quantile statistics

Minimum	-0.10904414
5-th percentile	-0.10871895
Q1	-0.10765667
median	-0.10708217
Q3	-0.10677866
95-th percentile	-0.10626919
Maximum	15.428178
Range	15.537222
Interquartile range (IQR)	0.00087801184

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	-2.2953405 × 10¹⁶
Kurtosis	122.75661
Mean	-4.3566521 × 10^-17
Median Absolute Deviation (MAD)	0.00035770853
Skewness	10.75249
Sum	-2.8759495 × 10^-12
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1071038464	680	1.1%
-0.107147205	655	1.0%
-0.1070388085	641	1.0%
-0.1069737705	637	1.0%
-0.1071255257	631	1.0%
-0.1071363653	608	1.0%
-0.1070496481	601	1.0%
-0.1069195723	600	1.0%
-0.1069304119	591	0.9%
-0.107114686	586	0.9%
Other values (1327)	56398	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.1090441441	140	0.2%
-0.1090333045	48	0.1%
-0.1090224648	30	< 0.1%
-0.1090116252	24	< 0.1%
-0.1090007855	26	< 0.1%
-0.1089899459	40	0.1%
-0.1089791062	88	0.1%
-0.1089682666	44	0.1%
-0.1089574269	42	0.1%
-0.1089465873	70	0.1%

Value	Count	Frequency (%)
15.42817759	1	< 0.1%
15.41135445	1	< 0.1%
15.39072659	1	< 0.1%
15.28969019	1	< 0.1%
15.22803425	1	< 0.1%
15.14578296	1	< 0.1%
15.00764243	1	< 0.1%
14.91374936	1	< 0.1%
14.79394952	1	< 0.1%
14.76734902	1	< 0.1%

PM2.5
Real number (ℝ)

Distinct	1351
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.7426609 × 10^-16

Minimum	-0.093341166
Maximum	22.894774
Zeros	0
Zeros (%)	0.0%
Negative	61509
Negative (%)	98.2%
Memory size	3.0 MiB

Quantile statistics

Minimum	-0.093341166
5-th percentile	-0.093184311
Q1	-0.092663144
median	-0.092389912
Q3	-0.092238116
95-th percentile	-0.091995242
Maximum	22.894774
Range	22.988115
Interquartile range (IQR)	0.00042502875

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	-5.7383512 × 10¹⁵
Kurtosis	228.19821
Mean	-1.7426609 × 10^-16
Median Absolute Deviation (MAD)	0.00017709531
Skewness	14.145996
Sum	-1.144974 × 10^-11
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.0924000313	640	1.0%
-0.09242027077	635	1.0%
-0.09231401358	630	1.0%
-0.0924152109	613	1.0%
-0.0923696721	594	0.9%
-0.09233425304	594	0.9%
-0.09237473197	591	0.9%
-0.09241015103	591	0.9%
-0.09236461224	589	0.9%
-0.09240509117	574	0.9%
Other values (1341)	56577	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.09334116639	118	0.2%
-0.09333610652	20	< 0.1%
-0.09333104665	20	< 0.1%
-0.09332598679	20	< 0.1%
-0.09332092692	18	< 0.1%
-0.09331586706	14	< 0.1%
-0.09331080719	16	< 0.1%
-0.09330574732	22	< 0.1%
-0.09330068746	40	0.1%
-0.09329562759	60	0.1%

Value	Count	Frequency (%)
22.89477383	1	< 0.1%
22.6853561	1	< 0.1%
22.5679925	1	< 0.1%
22.35116206	1	< 0.1%
22.05119802	1	< 0.1%
21.71209592	1	< 0.1%
21.63335935	1	< 0.1%
21.38579022	1	< 0.1%
21.2805956	1	< 0.1%
21.01392548	1	< 0.1%

NC0.5
Real number (ℝ)

Distinct	3093
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1783261 × 10^-16

Minimum	-0.11521569
Maximum	14.297804
Zeros	0
Zeros (%)	0.0%
Negative	61418
Negative (%)	98.1%
Memory size	3.0 MiB

Quantile statistics

Minimum	-0.11521569
5-th percentile	-0.11474215
Q1	-0.11314805
median	-0.11229708
Q3	-0.11183526
95-th percentile	-0.11108744
Maximum	14.297804
Range	14.41302
Interquartile range (IQR)	0.0013127887

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	4.5906809 × 10¹⁵
Kurtosis	105.73883
Mean	2.1783261 × 10^-16
Median Absolute Deviation (MAD)	0.00053918106
Skewness	10.041158
Sum	1.4185098 × 10^-11
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1152156872	182	0.3%
-0.1121282896	118	0.2%
-0.1122220602	116	0.2%
-0.1123861588	114	0.2%
-0.1123345849	114	0.2%
-0.1122455028	114	0.2%
-0.1121681421	112	0.2%
-0.1123252079	112	0.2%
-0.1123697489	111	0.2%
-0.1123509948	110	0.2%
Other values (3083)	61425	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.1152156872	182	0.3%
-0.1152133429	58	0.1%
-0.1152109986	26	< 0.1%
-0.1152086544	16	< 0.1%
-0.1152063101	14	< 0.1%
-0.1152039659	16	< 0.1%
-0.1152016216	10	< 0.1%
-0.1151992773	10	< 0.1%
-0.1151969331	4	< 0.1%
-0.1151945888	4	< 0.1%

Value	Count	Frequency (%)
14.29780423	2	< 0.1%
14.28497876	2	< 0.1%
14.05416003	1	< 0.1%
13.78655744	1	< 0.1%
13.67020217	2	< 0.1%
13.61770469	1	< 0.1%
13.5098005	2	< 0.1%
13.50677405	2	< 0.1%
13.42946486	2	< 0.1%
13.41151951	2	< 0.1%

NC1.0
Real number (ℝ)

Distinct	4113
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-0.091924933
Maximum	23.348249
Zeros	0
Zeros (%)	0.0%
Negative	61518
Negative (%)	98.2%
Memory size	3.0 MiB

Quantile statistics

Minimum	-0.091924933
5-th percentile	-0.091778643
Q1	-0.091300038
median	-0.091047642
Q3	-0.090909479
95-th percentile	-0.090684174
Maximum	23.348249
Range	23.440174
Interquartile range (IQR)	0.0003905591

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	nan
Kurtosis	238.34805
Mean	0
Median Absolute Deviation (MAD)	0.0001616418
Skewness	14.447263
Sum	-1.1617374 × 10^-12
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.09103274243	84	0.1%
-0.09106479988	84	0.1%
-0.09102596973	82	0.1%
-0.09102416367	82	0.1%
-0.09192493293	80	0.1%
-0.09106163929	80	0.1%
-0.09105667264	80	0.1%
-0.09097901233	80	0.1%
-0.09106976653	80	0.1%
-0.09104267572	80	0.1%
Other values (4103)	61816	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.09192493293	80	0.1%
-0.09192448142	16	< 0.1%
-0.09192402991	8	< 0.1%
-0.09192357839	6	< 0.1%
-0.09192312688	4	< 0.1%
-0.09192267537	4	< 0.1%
-0.09192222385	2	< 0.1%
-0.09192177234	2	< 0.1%
-0.09192132083	2	< 0.1%
-0.09192086931	2	< 0.1%

Value	Count	Frequency (%)
23.34824943	1	< 0.1%
23.12211887	1	< 0.1%
23.01098291	1	< 0.1%
22.76664688	1	< 0.1%
22.45509766	1	< 0.1%
22.10334929	1	< 0.1%
22.0460107	1	< 0.1%
21.77147971	1	< 0.1%
21.65259081	1	< 0.1%
21.38307071	1	< 0.1%

NC2.5
Real number (ℝ)

Distinct	1161
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.4789195 × 10^-16

Minimum	-0.073889208
Maximum	27.641107
Zeros	0
Zeros (%)	0.0%
Negative	61845
Negative (%)	98.7%
Memory size	3.0 MiB

Quantile statistics

Minimum	-0.073889208
5-th percentile	-0.073881824
Q1	-0.073858748
median	-0.073848595
Q3	-0.073842134
95-th percentile	-0.073831058
Maximum	27.641107
Range	27.714996
Interquartile range (IQR)	1.6614356 × 10^-5

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	-1.3370915 × 10¹⁵
Kurtosis	356.94191
Mean	-7.4789195 × 10^-16
Median Absolute Deviation (MAD)	7.3841583 × 10^-6
Skewness	17.736443
Sum	-4.7076565 × 10^-11
Variance	1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.07384951819	2611	4.2%
-0.07384582611	2446	3.9%
-0.07384767215	2428	3.9%
-0.07384674913	2402	3.8%
-0.07384859517	2345	3.7%
-0.07385044121	2264	3.6%
-0.07384490309	2201	3.5%
-0.07384398007	2111	3.4%
-0.07384305705	2071	3.3%
-0.07385136423	2001	3.2%
Other values (1151)	39748	63.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.07388920804	88	0.1%
-0.07388828502	18	< 0.1%
-0.073887362	30	< 0.1%
-0.07388643898	168	0.3%
-0.07388551596	284	0.5%
-0.07388459294	448	0.7%
-0.07388366992	720	1.1%
-0.0738827469	866	1.4%
-0.07388182388	652	1.0%
-0.07388090086	846	1.4%

Value	Count	Frequency (%)
27.64110719	1	< 0.1%
27.23890132	1	< 0.1%
27.1988358	1	< 0.1%
26.66124231	1	< 0.1%
26.23204457	1	< 0.1%
25.92995773	1	< 0.1%
25.75220443	1	< 0.1%
25.36886969	1	< 0.1%
25.1038984	1	< 0.1%
24.81081839	1	< 0.1%

Fire Alarm
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.0 MiB

1	44757
0	17871

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	62628
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	44757	71.5%
0	17871	28.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	44757	71.5%
0	17871	28.5%

Most occurring characters

Value	Count	Frequency (%)
1	44757	71.5%
0	17871	28.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	62628	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	44757	71.5%
0	17871	28.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	62628	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	44757	71.5%
0	17871	28.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62628	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	44757	71.5%
0	17871	28.5%

Auto

Heatmap
Table

	Temperature[C]	Humidity[%]	TVOC[ppb]	eCO2[ppm]	Raw H2	Raw Ethanol	Pressure[hPa]	PM1.0	PM2.5	NC0.5	NC1.0	NC2.5	Fire Alarm
Temperature[C]	1.000	-0.275	0.053	0.165	-0.211	-0.034	-0.267	0.013	0.013	0.013	0.013	0.009	0.396
Humidity[%]	-0.275	1.000	-0.016	-0.104	0.222	-0.136	0.556	-0.121	-0.121	-0.121	-0.121	-0.103	0.512
TVOC[ppb]	0.053	-0.016	1.000	0.321	-0.187	-0.882	-0.450	0.154	0.151	0.155	0.151	0.115	0.289
eCO2[ppm]	0.165	-0.104	0.321	1.000	-0.716	-0.315	-0.250	0.434	0.434	0.434	0.434	0.426	0.121
Raw H2	-0.211	0.222	-0.187	-0.716	1.000	0.201	0.372	-0.293	-0.297	-0.293	-0.298	-0.342	0.388
Raw Ethanol	-0.034	-0.136	-0.882	-0.315	0.201	1.000	0.191	-0.126	-0.128	-0.126	-0.128	-0.127	0.680
Pressure[hPa]	-0.267	0.556	-0.450	-0.250	0.372	0.191	1.000	-0.176	-0.174	-0.176	-0.173	-0.134	0.790
PM1.0	0.013	-0.121	0.154	0.434	-0.293	-0.126	-0.176	1.000	0.998	1.000	0.998	0.962	0.135
PM2.5	0.013	-0.121	0.151	0.434	-0.297	-0.128	-0.174	0.998	1.000	0.998	1.000	0.967	0.118
NC0.5	0.013	-0.121	0.155	0.434	-0.293	-0.126	-0.176	1.000	0.998	1.000	0.997	0.960	0.136
NC1.0	0.013	-0.121	0.151	0.434	-0.298	-0.128	-0.173	0.998	1.000	0.997	1.000	0.967	0.117
NC2.5	0.009	-0.103	0.115	0.426	-0.342	-0.127	-0.134	0.962	0.967	0.960	0.967	1.000	0.091
Fire Alarm	0.396	0.512	0.289	0.121	0.388	0.680	0.790	0.135	0.118	0.136	0.117	0.091	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Temperature[C]	Humidity[%]	TVOC[ppb]	eCO2[ppm]	Raw H2	Raw Ethanol	Pressure[hPa]	PM1.0	PM2.5	NC0.5	NC1.0	NC2.5
0	0.280642	0.994913	-0.248616	-0.14168	-2.335897	-2.024990	0.831724	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
1	0.281687	0.917083	-0.248616	-0.14168	-2.192761	-1.810059	0.838484	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
2	0.282662	0.836997	-0.248616	-0.14168	-2.086326	-1.624660	0.833977	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
3	0.283706	0.760295	-0.248616	-0.14168	-2.027604	-1.485201	0.832475	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
4	0.284751	0.693745	-0.248616	-0.14168	-1.979892	-1.367071	0.838484	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
5	0.285726	0.629450	-0.248616	-0.14168	-1.921169	-1.240738	0.824213	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
6	0.286770	0.571924	-0.248616	-0.14168	-1.873457	-1.142296	0.833977	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
7	0.287815	0.525677	-0.248616	-0.14168	-1.847766	-1.050417	0.849000	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
8	0.288790	0.481686	-0.248616	-0.14168	-1.814735	-0.983148	0.849000	-0.109044	-0.093341	-0.115216	-0.091925	-0.073889
9	0.289835	0.442207	-0.248616	-0.14168	-1.796384	-0.917521	0.847497	-0.108069	-0.091429	-0.115216	-0.089952	-0.071323

	Temperature[C]	Humidity[%]	TVOC[ppb]	eCO2[ppm]	Raw H2	Raw Ethanol	Pressure[hPa]	PM1.0	PM2.5	NC0.5	NC1.0	NC2.5
62620	0.097978	-3.698571	-0.169120	-0.14168	2.872054	1.338436	-1.480963	-0.108405	-0.093033	-0.114264	-0.091639	-0.073876
62621	0.112672	-3.700827	-0.167328	-0.14168	2.846362	1.336796	-1.471950	-0.108350	-0.093002	-0.114180	-0.091613	-0.073874
62622	0.127435	-3.694059	-0.167072	-0.14168	2.835352	1.305622	-1.466692	-0.108329	-0.092997	-0.114151	-0.091606	-0.073874
62623	0.142199	-3.695187	-0.165408	-0.14168	2.791310	1.299060	-1.468194	-0.108329	-0.092992	-0.114144	-0.091603	-0.073874
62624	0.157032	-3.691803	-0.167968	-0.14168	2.850033	1.328592	-1.478710	-0.108329	-0.092997	-0.114156	-0.091607	-0.073874
62625	0.171865	-3.694059	-0.168608	-0.14168	2.864713	1.336796	-1.470448	-0.108361	-0.093012	-0.114203	-0.091621	-0.073875
62626	0.186838	-3.685035	-0.170272	-0.14168	2.894074	1.367969	-1.464439	-0.108383	-0.093022	-0.114236	-0.091631	-0.073875
62627	0.201741	-3.688419	-0.168352	-0.14168	2.872054	1.358125	-1.457679	-0.108426	-0.093038	-0.114290	-0.091646	-0.073876
62628	0.216783	-3.665860	-0.166944	-0.14168	2.824342	1.331873	-1.462937	-0.108426	-0.093043	-0.114297	-0.091649	-0.073876
62629	0.231825	-3.611717	-0.166304	-0.14168	2.765619	1.294137	-1.465941	-0.108426	-0.093043	-0.114301	-0.091651	-0.073876

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample